Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 90102 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 18.6 MiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 25 |
|---|---|
| Categorical | 2 |
Nhog has constant value "1" | Constant |
arrenda is highly overall correlated with rentas | High correlation |
bene_gob is highly overall correlated with transfer | High correlation |
est_dis is highly overall correlated with folioviv and 2 other fields | High correlation |
folioviv is highly overall correlated with est_dis and 2 other fields | High correlation |
ing_cor is highly overall correlated with ingtrab and 1 other fields | High correlation |
ingtrab is highly overall correlated with ing_cor and 1 other fields | High correlation |
jubilacion is highly overall correlated with transfer | High correlation |
rentas is highly overall correlated with arrenda and 1 other fields | High correlation |
trabajo is highly overall correlated with ing_cor and 1 other fields | High correlation |
transfer is highly overall correlated with bene_gob and 1 other fields | High correlation |
ubica_geo is highly overall correlated with est_dis and 2 other fields | High correlation |
upm is highly overall correlated with est_dis and 2 other fields | High correlation |
utilidad is highly overall correlated with rentas | High correlation |
foliohog is highly imbalanced (95.0%) | Imbalance |
ing_cor is highly skewed (γ1 = 31.74366943) | Skewed |
ingtrab is highly skewed (γ1 = 24.95893246) | Skewed |
negocio is highly skewed (γ1 = 98.2198896) | Skewed |
otros_trab is highly skewed (γ1 = 62.02720488) | Skewed |
rentas is highly skewed (γ1 = 77.09770943) | Skewed |
utilidad is highly skewed (γ1 = 79.74225541) | Skewed |
arrenda is highly skewed (γ1 = 41.6138965) | Skewed |
becas is highly skewed (γ1 = 41.88134948) | Skewed |
trans_inst is highly skewed (γ1 = 69.36147273) | Skewed |
otros_ing is highly skewed (γ1 = 37.3613505) | Skewed |
ingtrab has 10749 (11.9%) zeros | Zeros |
trabajo has 22468 (24.9%) zeros | Zeros |
negocio has 62945 (69.9%) zeros | Zeros |
otros_trab has 75741 (84.1%) zeros | Zeros |
rentas has 83031 (92.2%) zeros | Zeros |
utilidad has 86689 (96.2%) zeros | Zeros |
arrenda has 86125 (95.6%) zeros | Zeros |
transfer has 26769 (29.7%) zeros | Zeros |
jubilacion has 74465 (82.6%) zeros | Zeros |
becas has 87177 (96.8%) zeros | Zeros |
donativos has 71996 (79.9%) zeros | Zeros |
remesas has 84894 (94.2%) zeros | Zeros |
bene_gob has 58063 (64.4%) zeros | Zeros |
transf_hog has 63397 (70.4%) zeros | Zeros |
trans_inst has 75680 (84.0%) zeros | Zeros |
estim_alqu has 12716 (14.1%) zeros | Zeros |
otros_ing has 88527 (98.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-08 23:48:12.006368 |
|---|---|
| Analysis finished | 2024-10-08 23:50:10.588597 |
| Duration | 1 minute and 58.58 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
folioviv
Real number (ℝ)
HIGH CORRELATION
| Distinct | 88823 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6216707 × 109 |
| Minimum | 1.00005 × 108 |
|---|---|
| Maximum | 3.2607979 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 1.00005 × 108 |
|---|---|
| 5-th percentile | 2.0811381 × 108 |
| Q1 | 8.0498141 × 108 |
| median | 1.6012713 × 109 |
| Q3 | 2.4038925 × 109 |
| 95-th percentile | 3.1027029 × 109 |
| Maximum | 3.2607979 × 109 |
| Range | 3.1607929 × 109 |
| Interquartile range (IQR) | 1.5989111 × 109 |
Descriptive statistics
| Standard deviation | 9.3069913 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.57391376 |
| Kurtosis | -1.2213675 |
| Mean | 1.6216707 × 109 |
| Median Absolute Deviation (MAD) | 7.9965575 × 108 |
| Skewness | 0.064778842 |
| Sum | 1.4611577 × 1014 |
| Variance | 8.6620087 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1407220002 | 5 | < 0.1% |
| 2502171703 | 5 | < 0.1% |
| 1603924905 | 5 | < 0.1% |
| 1660465617 | 4 | < 0.1% |
| 2200676605 | 4 | < 0.1% |
| 2200167403 | 4 | < 0.1% |
| 1561095502 | 4 | < 0.1% |
| 1407125701 | 4 | < 0.1% |
| 703886812 | 4 | < 0.1% |
| 1603924415 | 4 | < 0.1% |
| Other values (88813) | 90059 |
| Value | Count | Frequency (%) |
| 100005002 | 1 | |
| 100005003 | 1 | |
| 100005004 | 1 | |
| 100012002 | 2 | |
| 100012004 | 1 | |
| 100012006 | 1 | |
| 100019301 | 1 | |
| 100019302 | 1 | |
| 100019303 | 1 | |
| 100019304 | 1 |
| Value | Count | Frequency (%) |
| 3260797912 | 1 | |
| 3260797910 | 1 | |
| 3260797909 | 1 | |
| 3260797908 | 1 | |
| 3260797907 | 1 | |
| 3260797706 | 1 | |
| 3260797705 | 1 | |
| 3260797704 | 1 | |
| 3260797703 | 1 | |
| 3260797702 | 1 |
foliohog
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| 1 | |
|---|---|
| 2 | 1110 |
| 3 | 148 |
| 4 | 18 |
| 5 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 90102 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 88823 | |
| 2 | 1110 | 1.2% |
| 3 | 148 | 0.2% |
| 4 | 18 | < 0.1% |
| 5 | 3 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 88823 | |
| 2 | 1110 | 1.2% |
| 3 | 148 | 0.2% |
| 4 | 18 | < 0.1% |
| 5 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 88823 | |
| 2 | 1110 | 1.2% |
| 3 | 148 | 0.2% |
| 4 | 18 | < 0.1% |
| 5 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 90102 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 88823 | |
| 2 | 1110 | 1.2% |
| 3 | 148 | 0.2% |
| 4 | 18 | < 0.1% |
| 5 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 90102 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 88823 | |
| 2 | 1110 | 1.2% |
| 3 | 148 | 0.2% |
| 4 | 18 | < 0.1% |
| 5 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 90102 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 88823 | |
| 2 | 1110 | 1.2% |
| 3 | 148 | 0.2% |
| 4 | 18 | < 0.1% |
| 5 | 3 | < 0.1% |
ubica_geo
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1132 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16002.163 |
| Minimum | 1001 |
|---|---|
| Maximum | 32057 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 2002 |
| Q1 | 8019 |
| median | 16034 |
| Q3 | 24028 |
| 95-th percentile | 31050 |
| Maximum | 32057 |
| Range | 31056 |
| Interquartile range (IQR) | 16009 |
Descriptive statistics
| Standard deviation | 9320.2796 |
|---|---|
| Coefficient of variation (CV) | 0.58243875 |
| Kurtosis | -1.225268 |
| Mean | 16002.163 |
| Median Absolute Deviation (MAD) | 8002 |
| Skewness | 0.064986373 |
| Sum | 1.4418268 × 109 |
| Variance | 86867612 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1001 | 1544 | 1.7% |
| 2002 | 1425 | 1.6% |
| 2004 | 1378 | 1.5% |
| 8037 | 1321 | 1.5% |
| 22014 | 1308 | 1.5% |
| 25006 | 1108 | 1.2% |
| 3008 | 1038 | 1.2% |
| 23005 | 1028 | 1.1% |
| 3003 | 988 | 1.1% |
| 5030 | 934 | 1.0% |
| Other values (1122) | 78030 |
| Value | Count | Frequency (%) |
| 1001 | 1544 | |
| 1002 | 163 | 0.2% |
| 1003 | 170 | 0.2% |
| 1004 | 18 | < 0.1% |
| 1005 | 261 | 0.3% |
| 1006 | 131 | 0.1% |
| 1007 | 110 | 0.1% |
| 1009 | 56 | 0.1% |
| 1010 | 101 | 0.1% |
| 1011 | 115 | 0.1% |
| Value | Count | Frequency (%) |
| 32057 | 21 | < 0.1% |
| 32056 | 247 | |
| 32055 | 36 | < 0.1% |
| 32054 | 55 | 0.1% |
| 32053 | 66 | 0.1% |
| 32052 | 23 | < 0.1% |
| 32051 | 38 | < 0.1% |
| 32050 | 23 | < 0.1% |
| 32049 | 44 | < 0.1% |
| 32048 | 57 | 0.1% |
ing_cor
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 83659 |
|---|---|
| Distinct (%) | 92.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61489.962 |
| Minimum | 0 |
|---|---|
| Maximum | 7153770.5 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13605.672 |
| Q1 | 28385.688 |
| median | 46073.685 |
| Q3 | 74343.65 |
| 95-th percentile | 152728.36 |
| Maximum | 7153770.5 |
| Range | 7153770.5 |
| Interquartile range (IQR) | 45957.962 |
Descriptive statistics
| Standard deviation | 78324.843 |
|---|---|
| Coefficient of variation (CV) | 1.2737826 |
| Kurtosis | 2202.4889 |
| Mean | 61489.962 |
| Median Absolute Deviation (MAD) | 20882.605 |
| Skewness | 31.743669 |
| Sum | 5.5403686 × 109 |
| Variance | 6.134781 × 109 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29347.82 | 29 | < 0.1% |
| 17608.69 | 23 | < 0.1% |
| 38057.49 | 21 | < 0.1% |
| 29508.19 | 21 | < 0.1% |
| 35409.83 | 21 | < 0.1% |
| 23478.26 | 20 | < 0.1% |
| 32251.04 | 17 | < 0.1% |
| 33702.65 | 17 | < 0.1% |
| 38152.17 | 17 | < 0.1% |
| 23415.14 | 17 | < 0.1% |
| Other values (83649) | 89899 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 405 | 1 | < 0.1% |
| 580.64 | 1 | < 0.1% |
| 684.78 | 1 | < 0.1% |
| 900 | 1 | < 0.1% |
| 978.25 | 1 | < 0.1% |
| 1262.25 | 1 | < 0.1% |
| 1285.71 | 1 | < 0.1% |
| 1451.61 | 2 | < 0.1% |
| 1467.39 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7153770.46 | 1 | |
| 6431318.87 | 1 | |
| 6124150.93 | 1 | |
| 5915139.37 | 1 | |
| 3771994 | 1 | |
| 3585983.13 | 1 | |
| 3283738.03 | 1 | |
| 3098499.46 | 1 | |
| 2667344.25 | 1 | |
| 2471432.01 | 1 |
ingtrab
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 51549 |
|---|---|
| Distinct (%) | 57.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40359.541 |
| Minimum | 0 |
|---|---|
| Maximum | 5891913.6 |
| Zeros | 10749 |
| Zeros (%) | 11.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12170.67 |
| median | 29899.105 |
| Q3 | 54327.952 |
| 95-th percentile | 115573.68 |
| Maximum | 5891913.6 |
| Range | 5891913.6 |
| Interquartile range (IQR) | 42157.283 |
Descriptive statistics
| Standard deviation | 52327.247 |
|---|---|
| Coefficient of variation (CV) | 1.2965273 |
| Kurtosis | 2157.9954 |
| Mean | 40359.541 |
| Median Absolute Deviation (MAD) | 20507.805 |
| Skewness | 24.958932 |
| Sum | 3.6364754 × 109 |
| Variance | 2.7381408 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10749 | 11.9% |
| 17608.69 | 250 | 0.3% |
| 29347.82 | 214 | 0.2% |
| 23478.26 | 201 | 0.2% |
| 17704.91 | 175 | 0.2% |
| 19076.08 | 168 | 0.2% |
| 23606.55 | 148 | 0.2% |
| 11739.13 | 142 | 0.2% |
| 35217.39 | 133 | 0.1% |
| 15260.86 | 120 | 0.1% |
| Other values (51539) | 77802 |
| Value | Count | Frequency (%) |
| 0 | 10749 | |
| 4.89 | 1 | < 0.1% |
| 4.91 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 5.96 | 1 | < 0.1% |
| 7.33 | 1 | < 0.1% |
| 8.85 | 2 | < 0.1% |
| 9.34 | 1 | < 0.1% |
| 9.78 | 3 | < 0.1% |
| 9.83 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5891913.57 | 1 | |
| 3771994 | 1 | |
| 2667344.25 | 1 | |
| 2002740.74 | 1 | |
| 1571818.67 | 1 | |
| 1257295.08 | 1 | |
| 1218232.02 | 1 | |
| 1192872.89 | 1 | |
| 1187119.56 | 1 | |
| 1173913.04 | 1 |
trabajo
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 35358 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33514.626 |
| Minimum | 0 |
|---|---|
| Maximum | 3771994 |
| Zeros | 22468 |
| Zeros (%) | 24.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 49.18 |
| median | 23867.4 |
| Q3 | 47445.647 |
| 95-th percentile | 103922.39 |
| Maximum | 3771994 |
| Range | 3771994 |
| Interquartile range (IQR) | 47396.467 |
Descriptive statistics
| Standard deviation | 44828.949 |
|---|---|
| Coefficient of variation (CV) | 1.3375936 |
| Kurtosis | 752.29531 |
| Mean | 33514.626 |
| Median Absolute Deviation (MAD) | 23718.23 |
| Skewness | 13.196348 |
| Sum | 3.0197348 × 109 |
| Variance | 2.0096347 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 22468 | 24.9% |
| 17608.69 | 415 | 0.5% |
| 23478.26 | 297 | 0.3% |
| 17704.91 | 262 | 0.3% |
| 29347.82 | 258 | 0.3% |
| 11739.13 | 240 | 0.3% |
| 19076.08 | 225 | 0.2% |
| 23606.55 | 197 | 0.2% |
| 14086.95 | 182 | 0.2% |
| 15260.86 | 180 | 0.2% |
| Other values (35348) | 65378 |
| Value | Count | Frequency (%) |
| 0 | 22468 | |
| 4.89 | 2 | < 0.1% |
| 5.86 | 1 | < 0.1% |
| 7.33 | 2 | < 0.1% |
| 9.34 | 1 | < 0.1% |
| 9.78 | 1 | < 0.1% |
| 9.83 | 1 | < 0.1% |
| 12.29 | 1 | < 0.1% |
| 14.67 | 2 | < 0.1% |
| 14.75 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3771994 | 1 | |
| 2655737.7 | 1 | |
| 2002740.74 | 1 | |
| 1218232.02 | 1 | |
| 1192872.89 | 1 | |
| 1187119.56 | 1 | |
| 1173913.04 | 1 | |
| 1022950.81 | 1 | |
| 1017635.83 | 1 | |
| 1003278.68 | 1 |
negocio
Real number (ℝ)
SKEWED ZEROS
| Distinct | 18648 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5525.9139 |
| Minimum | 0 |
|---|---|
| Maximum | 5712891.8 |
| Zeros | 62945 |
| Zeros (%) | 69.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1549.1775 |
| 95-th percentile | 29641.3 |
| Maximum | 5712891.8 |
| Range | 5712891.8 |
| Interquartile range (IQR) | 1549.1775 |
Descriptive statistics
| Standard deviation | 28303.905 |
|---|---|
| Coefficient of variation (CV) | 5.1220314 |
| Kurtosis | 18550.603 |
| Mean | 5525.9139 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 98.21989 |
| Sum | 4.978959 × 108 |
| Variance | 8.0111103 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 62945 | |
| 5869.56 | 30 | < 0.1% |
| 4402.17 | 25 | < 0.1% |
| 880.43 | 25 | < 0.1% |
| 2934.78 | 24 | < 0.1% |
| 14673.91 | 24 | < 0.1% |
| 293.47 | 24 | < 0.1% |
| 7336.95 | 23 | < 0.1% |
| 2201.08 | 23 | < 0.1% |
| 5901.63 | 22 | < 0.1% |
| Other values (18638) | 26937 |
| Value | Count | Frequency (%) |
| 0 | 62945 | |
| 2.93 | 3 | < 0.1% |
| 2.98 | 1 | < 0.1% |
| 3.93 | 1 | < 0.1% |
| 4.91 | 1 | < 0.1% |
| 5.86 | 1 | < 0.1% |
| 5.9 | 3 | < 0.1% |
| 5.96 | 1 | < 0.1% |
| 8.8 | 1 | < 0.1% |
| 8.85 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 5712891.84 | 1 | |
| 1473748.04 | 1 | |
| 1120231.94 | 1 | |
| 939538.02 | 1 | |
| 889524.59 | 1 | |
| 889369.06 | 1 | |
| 784681.62 | 1 | |
| 745018.03 | 1 | |
| 718555.09 | 1 | |
| 697524.59 | 1 |
otros_trab
Real number (ℝ)
SKEWED ZEROS
| Distinct | 3085 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1319.0014 |
| Minimum | 0 |
|---|---|
| Maximum | 1257295.1 |
| Zeros | 75741 |
| Zeros (%) | 84.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8608.69 |
| Maximum | 1257295.1 |
| Range | 1257295.1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7439.1965 |
|---|---|
| Coefficient of variation (CV) | 5.6400216 |
| Kurtosis | 9238.814 |
| Mean | 1319.0014 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 62.027205 |
| Sum | 1.1884467 × 108 |
| Variance | 55341644 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 75741 | |
| 2934.78 | 181 | 0.2% |
| 5869.56 | 175 | 0.2% |
| 978.26 | 153 | 0.2% |
| 1467.39 | 148 | 0.2% |
| 1956.52 | 139 | 0.2% |
| 489.13 | 135 | 0.1% |
| 3913.04 | 127 | 0.1% |
| 11739.13 | 121 | 0.1% |
| 733.69 | 117 | 0.1% |
| Other values (3075) | 13065 | 14.5% |
| Value | Count | Frequency (%) |
| 0 | 75741 | |
| 0.48 | 4 | < 0.1% |
| 0.49 | 8 | < 0.1% |
| 4.91 | 1 | < 0.1% |
| 9.83 | 1 | < 0.1% |
| 11.93 | 2 | < 0.1% |
| 14.67 | 1 | < 0.1% |
| 14.75 | 1 | < 0.1% |
| 17.4 | 1 | < 0.1% |
| 17.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1257295.08 | 1 | |
| 393442.62 | 1 | |
| 250819.67 | 1 | |
| 250819.66 | 1 | |
| 249456.52 | 1 | |
| 236812.49 | 1 | |
| 220108.69 | 1 | |
| 196721.31 | 1 | |
| 195652.17 | 1 | |
| 191213.11 | 1 |
rentas
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 3771 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3585.6571 |
| Minimum | 0 |
|---|---|
| Maximum | 6854754.1 |
| Zeros | 83031 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8360.297 |
| Maximum | 6854754.1 |
| Range | 6854754.1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 51810.688 |
|---|---|
| Coefficient of variation (CV) | 14.449426 |
| Kurtosis | 8421.9425 |
| Mean | 3585.6571 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.097709 |
| Sum | 3.2307488 × 108 |
| Variance | 2.6843474 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 83031 | |
| 5869.56 | 169 | 0.2% |
| 4402.17 | 126 | 0.1% |
| 2934.78 | 120 | 0.1% |
| 8804.34 | 116 | 0.1% |
| 7336.95 | 88 | 0.1% |
| 5901.63 | 84 | 0.1% |
| 14673.91 | 82 | 0.1% |
| 2950.81 | 80 | 0.1% |
| 4426.22 | 72 | 0.1% |
| Other values (3761) | 6134 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 83031 | |
| 0.97 | 1 | < 0.1% |
| 2.44 | 1 | < 0.1% |
| 4.89 | 1 | < 0.1% |
| 14.67 | 2 | < 0.1% |
| 14.91 | 1 | < 0.1% |
| 15.41 | 1 | < 0.1% |
| 19.67 | 1 | < 0.1% |
| 23.47 | 1 | < 0.1% |
| 24.45 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6854754.09 | 1 | |
| 6329445.65 | 1 | |
| 5894135.28 | 1 | |
| 3499259.66 | 1 | |
| 3268738.03 | 1 | |
| 3077608.69 | 1 | |
| 2016551.93 | 1 | |
| 1910933.8 | 1 | |
| 1855760.86 | 1 | |
| 1750848.19 | 1 |
utilidad
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 3214 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2922.5637 |
| Minimum | 0 |
|---|---|
| Maximum | 6854754.1 |
| Zeros | 86689 |
| Zeros (%) | 96.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6854754.1 |
| Range | 6854754.1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 50880.21 |
|---|---|
| Coefficient of variation (CV) | 17.409444 |
| Kurtosis | 8845.0679 |
| Mean | 2922.5637 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 79.742255 |
| Sum | 2.6332884 × 108 |
| Variance | 2.5887957 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 86689 | |
| 19076.08 | 5 | < 0.1% |
| 19565.21 | 5 | < 0.1% |
| 5901.63 | 4 | < 0.1% |
| 29836.95 | 4 | < 0.1% |
| 10760.86 | 4 | < 0.1% |
| 38152.17 | 4 | < 0.1% |
| 38360.65 | 4 | < 0.1% |
| 14754.09 | 4 | < 0.1% |
| 17999.99 | 4 | < 0.1% |
| Other values (3204) | 3375 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 86689 | |
| 29.34 | 1 | < 0.1% |
| 32.45 | 1 | < 0.1% |
| 35.21 | 1 | < 0.1% |
| 50.16 | 1 | < 0.1% |
| 70.6 | 1 | < 0.1% |
| 108.58 | 1 | < 0.1% |
| 122.28 | 3 | < 0.1% |
| 124.72 | 1 | < 0.1% |
| 147.54 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6854754.09 | 1 | |
| 6329445.65 | 1 | |
| 5735019.28 | 1 | |
| 3499259.66 | 1 | |
| 3268738.03 | 1 | |
| 3077608.69 | 1 | |
| 2016551.93 | 1 | |
| 1910933.8 | 1 | |
| 1855760.86 | 1 | |
| 1707201.14 | 1 |
arrenda
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 779 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 663.09341 |
| Minimum | 0 |
|---|---|
| Maximum | 733695.65 |
| Zeros | 86125 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 733695.65 |
| Range | 733695.65 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7270.2043 |
|---|---|
| Coefficient of variation (CV) | 10.964073 |
| Kurtosis | 2920.8161 |
| Mean | 663.09341 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.613896 |
| Sum | 59746042 |
| Variance | 52855871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 86125 | |
| 5869.56 | 181 | 0.2% |
| 4402.17 | 130 | 0.1% |
| 2934.78 | 123 | 0.1% |
| 8804.34 | 123 | 0.1% |
| 7336.95 | 93 | 0.1% |
| 14673.91 | 93 | 0.1% |
| 5901.63 | 87 | 0.1% |
| 2950.81 | 84 | 0.1% |
| 11739.13 | 76 | 0.1% |
| Other values (769) | 2987 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 86125 | |
| 0.97 | 1 | < 0.1% |
| 2.44 | 1 | < 0.1% |
| 4.89 | 1 | < 0.1% |
| 11.73 | 1 | < 0.1% |
| 14.67 | 2 | < 0.1% |
| 14.91 | 1 | < 0.1% |
| 15.41 | 1 | < 0.1% |
| 19.67 | 1 | < 0.1% |
| 23.47 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 733695.65 | 1 | |
| 608967.38 | 1 | |
| 596685.07 | 1 | |
| 545901.63 | 1 | |
| 352173.91 | 1 | |
| 306684.77 | 1 | |
| 295081.96 | 1 | |
| 293478.26 | 2 | |
| 287608.69 | 1 | |
| 264130.43 | 1 |
transfer
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 33687 |
|---|---|
| Distinct (%) | 37.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10901.155 |
| Minimum | 0 |
|---|---|
| Maximum | 1001867.4 |
| Zeros | 26769 |
| Zeros (%) | 29.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3692.92 |
| Q3 | 12913.03 |
| 95-th percentile | 44932.018 |
| Maximum | 1001867.4 |
| Range | 1001867.4 |
| Interquartile range (IQR) | 12913.03 |
Descriptive statistics
| Standard deviation | 21915.523 |
|---|---|
| Coefficient of variation (CV) | 2.0103855 |
| Kurtosis | 178.59369 |
| Mean | 10901.155 |
| Median Absolute Deviation (MAD) | 3692.92 |
| Skewness | 8.2642896 |
| Sum | 9.8221585 × 108 |
| Variance | 4.8029016 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 26769 | |
| 2347.82 | 403 | 0.4% |
| 782.6 | 400 | 0.4% |
| 2571.42 | 357 | 0.4% |
| 5649.45 | 350 | 0.4% |
| 5869.56 | 258 | 0.3% |
| 3857.14 | 253 | 0.3% |
| 1285.71 | 252 | 0.3% |
| 1565.21 | 252 | 0.3% |
| 821.73 | 245 | 0.3% |
| Other values (33677) | 60563 |
| Value | Count | Frequency (%) |
| 0 | 26769 | |
| 7.33 | 1 | < 0.1% |
| 9.78 | 1 | < 0.1% |
| 9.83 | 1 | < 0.1% |
| 14.67 | 2 | < 0.1% |
| 19.56 | 3 | < 0.1% |
| 23.22 | 1 | < 0.1% |
| 24.45 | 8 | < 0.1% |
| 24.59 | 2 | < 0.1% |
| 24.86 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1001867.4 | 1 | |
| 930803 | 1 | |
| 805327.85 | 1 | |
| 694045.54 | 1 | |
| 688524.59 | 1 | |
| 575535.31 | 1 | |
| 538695.59 | 1 | |
| 531147.54 | 1 | |
| 505151.76 | 1 | |
| 498913.04 | 1 |
jubilacion
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2323 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4722.8454 |
| Minimum | 0 |
|---|---|
| Maximum | 688524.59 |
| Zeros | 74465 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 29347.82 |
| Maximum | 688524.59 |
| Range | 688524.59 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 17245.754 |
|---|---|
| Coefficient of variation (CV) | 3.6515601 |
| Kurtosis | 111.02142 |
| Mean | 4722.8454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.7315953 |
| Sum | 4.2553782 × 108 |
| Variance | 2.9741602 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 74465 | |
| 8804.34 | 522 | 0.6% |
| 8852.45 | 348 | 0.4% |
| 11739.13 | 325 | 0.4% |
| 9391.3 | 273 | 0.3% |
| 14673.91 | 271 | 0.3% |
| 5869.56 | 241 | 0.3% |
| 17608.69 | 240 | 0.3% |
| 29347.82 | 229 | 0.3% |
| 23478.26 | 226 | 0.3% |
| Other values (2313) | 12962 | 14.4% |
| Value | Count | Frequency (%) |
| 0 | 74465 | |
| 98.36 | 1 | < 0.1% |
| 99.44 | 1 | < 0.1% |
| 170.21 | 1 | < 0.1% |
| 177.04 | 1 | < 0.1% |
| 220.1 | 1 | < 0.1% |
| 244.56 | 3 | < 0.1% |
| 245.9 | 5 | < 0.1% |
| 248.61 | 2 | < 0.1% |
| 264.13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 688524.59 | 1 | |
| 531147.54 | 1 | |
| 498913.04 | 1 | |
| 440217.38 | 1 | |
| 402065.21 | 1 | |
| 387391.3 | 1 | |
| 364426.22 | 1 | |
| 357049.17 | 1 | |
| 354098.36 | 1 | |
| 354098.35 | 2 |
becas
Real number (ℝ)
SKEWED ZEROS
| Distinct | 856 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.16752 |
| Minimum | 0 |
|---|---|
| Maximum | 153831.51 |
| Zeros | 87177 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 153831.51 |
| Range | 153831.51 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1548.6072 |
|---|---|
| Coefficient of variation (CV) | 14.725147 |
| Kurtosis | 2515.1809 |
| Mean | 105.16752 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.881349 |
| Sum | 9475804.1 |
| Variance | 2398184.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 87177 | |
| 782.6 | 136 | 0.2% |
| 2347.82 | 120 | 0.1% |
| 786.88 | 94 | 0.1% |
| 1565.21 | 79 | 0.1% |
| 821.73 | 49 | 0.1% |
| 2360.65 | 49 | 0.1% |
| 1573.77 | 41 | < 0.1% |
| 733.69 | 40 | < 0.1% |
| 2465.21 | 40 | < 0.1% |
| Other values (846) | 2277 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 87177 | |
| 97.82 | 2 | < 0.1% |
| 98.36 | 1 | < 0.1% |
| 122.28 | 1 | < 0.1% |
| 146.73 | 4 | < 0.1% |
| 147.54 | 2 | < 0.1% |
| 161.41 | 1 | < 0.1% |
| 176.51 | 1 | < 0.1% |
| 195.65 | 3 | < 0.1% |
| 196.72 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 153831.51 | 1 | |
| 118032.78 | 1 | |
| 100956.52 | 1 | |
| 94279.88 | 1 | |
| 88043.47 | 1 | |
| 83535.9 | 1 | |
| 70819.66 | 1 | |
| 65635.35 | 1 | |
| 59016.39 | 1 | |
| 58695.65 | 1 |
donativos
Real number (ℝ)
ZEROS
| Distinct | 2578 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1305.0448 |
| Minimum | 0 |
|---|---|
| Maximum | 413114.75 |
| Zeros | 71996 |
| Zeros (%) | 79.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8606.55 |
| Maximum | 413114.75 |
| Range | 413114.75 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5071.8279 |
|---|---|
| Coefficient of variation (CV) | 3.8863249 |
| Kurtosis | 838.8906 |
| Mean | 1305.0448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.505524 |
| Sum | 1.1758714 × 108 |
| Variance | 25723438 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 71996 | |
| 5869.56 | 612 | 0.7% |
| 2934.78 | 610 | 0.7% |
| 1467.39 | 364 | 0.4% |
| 5901.63 | 352 | 0.4% |
| 8804.34 | 318 | 0.4% |
| 2950.81 | 301 | 0.3% |
| 11739.13 | 280 | 0.3% |
| 978.26 | 257 | 0.3% |
| 4402.17 | 244 | 0.3% |
| Other values (2568) | 14768 | 16.4% |
| Value | Count | Frequency (%) |
| 0 | 71996 | |
| 2.45 | 1 | < 0.1% |
| 4.89 | 1 | < 0.1% |
| 4.91 | 2 | < 0.1% |
| 9.78 | 5 | < 0.1% |
| 9.82 | 1 | < 0.1% |
| 9.83 | 4 | < 0.1% |
| 9.94 | 2 | < 0.1% |
| 14.67 | 1 | < 0.1% |
| 14.75 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 413114.75 | 1 | |
| 354098.36 | 1 | |
| 176086.95 | 1 | |
| 146739.13 | 1 | |
| 141147.53 | 1 | |
| 125303.86 | 1 | |
| 118032.78 | 1 | |
| 117391.29 | 1 | |
| 115081.96 | 1 | |
| 103278.68 | 2 |
remesas
Real number (ℝ)
ZEROS
| Distinct | 1361 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 848.69716 |
| Minimum | 0 |
|---|---|
| Maximum | 238524.59 |
| Zeros | 84894 |
| Zeros (%) | 94.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1467.39 |
| Maximum | 238524.59 |
| Range | 238524.59 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5791.9844 |
|---|---|
| Coefficient of variation (CV) | 6.8245597 |
| Kurtosis | 249.15406 |
| Mean | 848.69716 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.884903 |
| Sum | 76469311 |
| Variance | 33547084 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 84894 | |
| 5869.56 | 128 | 0.1% |
| 2934.78 | 124 | 0.1% |
| 11739.13 | 108 | 0.1% |
| 978.26 | 101 | 0.1% |
| 29347.82 | 82 | 0.1% |
| 8804.34 | 82 | 0.1% |
| 5901.63 | 76 | 0.1% |
| 14673.91 | 75 | 0.1% |
| 1467.39 | 74 | 0.1% |
| Other values (1351) | 4358 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 84894 | |
| 48.91 | 1 | < 0.1% |
| 49.18 | 1 | < 0.1% |
| 49.72 | 1 | < 0.1% |
| 58.69 | 1 | < 0.1% |
| 73.36 | 1 | < 0.1% |
| 73.77 | 1 | < 0.1% |
| 74.58 | 1 | < 0.1% |
| 97.82 | 6 | < 0.1% |
| 98.36 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 238524.59 | 1 | |
| 205434.78 | 1 | |
| 200655.73 | 1 | |
| 181967.21 | 1 | |
| 181721.28 | 1 | |
| 174619.56 | 1 | |
| 165594.52 | 1 | |
| 155543.47 | 1 | |
| 149171.27 | 1 | |
| 147540.98 | 1 |
bene_gob
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3515 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1849.1881 |
| Minimum | 0 |
|---|---|
| Maximum | 63195.64 |
| Zeros | 58063 |
| Zeros (%) | 64.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2611.225 |
| 95-th percentile | 9447.51 |
| Maximum | 63195.64 |
| Range | 63195.64 |
| Interquartile range (IQR) | 2611.225 |
Descriptive statistics
| Standard deviation | 3366.5122 |
|---|---|
| Coefficient of variation (CV) | 1.8205353 |
| Kurtosis | 10.929003 |
| Mean | 1849.1881 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5630489 |
| Sum | 1.6661555 × 108 |
| Variance | 11333404 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 58063 | |
| 5649.45 | 2123 | 2.4% |
| 5576.08 | 1222 | 1.4% |
| 5680.32 | 1182 | 1.3% |
| 782.6 | 791 | 0.9% |
| 5606.55 | 778 | 0.9% |
| 3766.3 | 761 | 0.8% |
| 11298.9 | 741 | 0.8% |
| 2347.82 | 731 | 0.8% |
| 3786.88 | 713 | 0.8% |
| Other values (3505) | 22997 | 25.5% |
| Value | Count | Frequency (%) |
| 0 | 58063 | |
| 98.36 | 1 | < 0.1% |
| 147.54 | 1 | < 0.1% |
| 171.19 | 1 | < 0.1% |
| 196.72 | 2 | < 0.1% |
| 221.31 | 1 | < 0.1% |
| 244.56 | 4 | < 0.1% |
| 245.9 | 3 | < 0.1% |
| 248.61 | 1 | < 0.1% |
| 256.79 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 63195.64 | 1 | |
| 48961.94 | 1 | |
| 48196.72 | 1 | |
| 46467.38 | 1 | |
| 45914.72 | 1 | |
| 45326.17 | 1 | |
| 44021.73 | 1 | |
| 42983.6 | 1 | |
| 42116.02 | 1 | |
| 40646.72 | 1 |
transf_hog
Real number (ℝ)
ZEROS
| Distinct | 9528 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1512.3168 |
| Minimum | 0 |
|---|---|
| Maximum | 465000 |
| Zeros | 63397 |
| Zeros (%) | 70.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 771.42 |
| 95-th percentile | 8614.2595 |
| Maximum | 465000 |
| Range | 465000 |
| Interquartile range (IQR) | 771.42 |
Descriptive statistics
| Standard deviation | 4697.9486 |
|---|---|
| Coefficient of variation (CV) | 3.106458 |
| Kurtosis | 1235.2112 |
| Mean | 1512.3168 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.42795 |
| Sum | 1.3626277 × 108 |
| Variance | 22070721 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 63397 | |
| 2571.42 | 864 | 1.0% |
| 1285.71 | 661 | 0.7% |
| 3857.14 | 497 | 0.6% |
| 1928.57 | 460 | 0.5% |
| 642.85 | 369 | 0.4% |
| 771.42 | 327 | 0.4% |
| 1028.57 | 297 | 0.3% |
| 3214.28 | 289 | 0.3% |
| 1542.85 | 280 | 0.3% |
| Other values (9518) | 22661 | 25.2% |
| Value | Count | Frequency (%) |
| 0 | 63397 | |
| 7.82 | 1 | < 0.1% |
| 11.73 | 1 | < 0.1% |
| 14.67 | 1 | < 0.1% |
| 17.11 | 1 | < 0.1% |
| 19.56 | 1 | < 0.1% |
| 24.45 | 2 | < 0.1% |
| 25.71 | 3 | < 0.1% |
| 29.03 | 2 | < 0.1% |
| 29.34 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 465000 | 1 | |
| 236249.98 | 1 | |
| 219940.07 | 1 | |
| 154799.99 | 1 | |
| 127501.35 | 1 | |
| 106971.4 | 1 | |
| 102450.32 | 1 | |
| 95806.44 | 1 | |
| 95677.71 | 1 | |
| 95142.73 | 1 |
trans_inst
Real number (ℝ)
SKEWED ZEROS
| Distinct | 4899 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 557.89502 |
| Minimum | 0 |
|---|---|
| Maximum | 978260.86 |
| Zeros | 75680 |
| Zeros (%) | 84.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1775.485 |
| Maximum | 978260.86 |
| Range | 978260.86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7606.4516 |
|---|---|
| Coefficient of variation (CV) | 13.634199 |
| Kurtosis | 6879.7145 |
| Mean | 557.89502 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 69.361473 |
| Sum | 50267457 |
| Variance | 57858106 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 75680 | |
| 293.47 | 324 | 0.4% |
| 97.82 | 238 | 0.3% |
| 195.65 | 223 | 0.2% |
| 586.95 | 202 | 0.2% |
| 146.73 | 179 | 0.2% |
| 489.13 | 178 | 0.2% |
| 48.91 | 175 | 0.2% |
| 782.6 | 160 | 0.2% |
| 391.3 | 147 | 0.2% |
| Other values (4889) | 12596 | 14.0% |
| Value | Count | Frequency (%) |
| 0 | 75680 | |
| 0.97 | 1 | < 0.1% |
| 3.88 | 1 | < 0.1% |
| 4.89 | 1 | < 0.1% |
| 6.35 | 1 | < 0.1% |
| 7.33 | 1 | < 0.1% |
| 9.78 | 4 | < 0.1% |
| 9.94 | 1 | < 0.1% |
| 11.61 | 1 | < 0.1% |
| 12.85 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 978260.86 | 1 | |
| 918195.63 | 1 | |
| 594560.5 | 1 | |
| 574239.12 | 1 | |
| 490323.9 | 1 | |
| 450923.46 | 1 | |
| 448783.01 | 1 | |
| 340434.78 | 1 | |
| 331043.46 | 1 | |
| 293478.26 | 2 |
estim_alqu
Real number (ℝ)
ZEROS
| Distinct | 268 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6592.663 |
| Minimum | 0 |
|---|---|
| Maximum | 348387.09 |
| Zeros | 12716 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2903.22 |
| median | 4500 |
| Q3 | 8709.67 |
| 95-th percentile | 18000 |
| Maximum | 348387.09 |
| Range | 348387.09 |
| Interquartile range (IQR) | 5806.45 |
Descriptive statistics
| Standard deviation | 8338.0001 |
|---|---|
| Coefficient of variation (CV) | 1.2647393 |
| Kurtosis | 110.31198 |
| Mean | 6592.663 |
| Median Absolute Deviation (MAD) | 2758.06 |
| Skewness | 6.5759822 |
| Sum | 5.9401212 × 108 |
| Variance | 69522245 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 12716 | 14.1% |
| 5806.45 | 7824 | 8.7% |
| 4354.83 | 7273 | 8.1% |
| 2903.22 | 6941 | 7.7% |
| 8709.67 | 5037 | 5.6% |
| 6000 | 3905 | 4.3% |
| 7258.06 | 3697 | 4.1% |
| 4500 | 3697 | 4.1% |
| 3000 | 3490 | 3.9% |
| 9000 | 2576 | 2.9% |
| Other values (258) | 32946 |
| Value | Count | Frequency (%) |
| 0 | 12716 | |
| 145.16 | 3 | < 0.1% |
| 174.19 | 1 | < 0.1% |
| 290.32 | 50 | 0.1% |
| 300 | 25 | < 0.1% |
| 348.38 | 1 | < 0.1% |
| 377.41 | 1 | < 0.1% |
| 435.48 | 8 | < 0.1% |
| 450 | 6 | < 0.1% |
| 480 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 348387.09 | 1 | < 0.1% |
| 290322.58 | 1 | < 0.1% |
| 290319.67 | 1 | < 0.1% |
| 210000 | 1 | < 0.1% |
| 203225.8 | 2 | < 0.1% |
| 150000 | 4 | |
| 145161.29 | 6 | |
| 137903.22 | 1 | < 0.1% |
| 135000 | 2 | < 0.1% |
| 130645.16 | 1 | < 0.1% |
otros_ing
Real number (ℝ)
SKEWED ZEROS
| Distinct | 585 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.946143 |
| Minimum | 0 |
|---|---|
| Maximum | 73369.56 |
| Zeros | 88527 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 73369.56 |
| Range | 73369.56 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 973.266 |
|---|---|
| Coefficient of variation (CV) | 19.103821 |
| Kurtosis | 1880.5422 |
| Mean | 50.946143 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.36135 |
| Sum | 4590349.4 |
| Variance | 947246.72 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 88527 | |
| 48.91 | 42 | < 0.1% |
| 24.45 | 41 | < 0.1% |
| 9.78 | 36 | < 0.1% |
| 244.56 | 32 | < 0.1% |
| 97.82 | 30 | < 0.1% |
| 24.59 | 25 | < 0.1% |
| 98.36 | 24 | < 0.1% |
| 49.18 | 23 | < 0.1% |
| 146.73 | 23 | < 0.1% |
| Other values (575) | 1299 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 88527 | |
| 0.48 | 2 | < 0.1% |
| 0.49 | 2 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 0.99 | 1 | < 0.1% |
| 1.46 | 2 | < 0.1% |
| 2.44 | 8 | < 0.1% |
| 2.45 | 5 | < 0.1% |
| 2.48 | 2 | < 0.1% |
| 2.93 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 73369.56 | 1 | |
| 71602.2 | 1 | |
| 59999.99 | 1 | |
| 59171.27 | 1 | |
| 59016.39 | 1 | |
| 55760.86 | 1 | |
| 51974.98 | 1 | |
| 49304.34 | 1 | |
| 49180.32 | 1 | |
| 38152.17 | 1 |
factor
Real number (ℝ)
| Distinct | 1751 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 416.86226 |
| Minimum | 6 |
|---|---|
| Maximum | 6470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 156 |
| median | 283 |
| Q3 | 530 |
| 95-th percentile | 1268 |
| Maximum | 6470 |
| Range | 6464 |
| Interquartile range (IQR) | 374 |
Descriptive statistics
| Standard deviation | 419.40616 |
|---|---|
| Coefficient of variation (CV) | 1.0061025 |
| Kurtosis | 11.597191 |
| Mean | 416.86226 |
| Median Absolute Deviation (MAD) | 159 |
| Skewness | 2.6941884 |
| Sum | 37560123 |
| Variance | 175901.53 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 119 | 421 | 0.5% |
| 115 | 396 | 0.4% |
| 102 | 386 | 0.4% |
| 106 | 336 | 0.4% |
| 121 | 333 | 0.4% |
| 190 | 332 | 0.4% |
| 105 | 331 | 0.4% |
| 104 | 325 | 0.4% |
| 232 | 313 | 0.3% |
| 239 | 306 | 0.3% |
| Other values (1741) | 86623 |
| Value | Count | Frequency (%) |
| 6 | 19 | < 0.1% |
| 9 | 30 | < 0.1% |
| 10 | 20 | < 0.1% |
| 15 | 20 | < 0.1% |
| 16 | 16 | < 0.1% |
| 17 | 73 | 0.1% |
| 18 | 56 | 0.1% |
| 19 | 248 | |
| 20 | 165 | |
| 21 | 116 |
| Value | Count | Frequency (%) |
| 6470 | 5 | |
| 6133 | 4 | |
| 3762 | 4 | |
| 3472 | 6 | |
| 3455 | 2 | < 0.1% |
| 3402 | 2 | < 0.1% |
| 3340 | 6 | |
| 3253 | 4 | |
| 3211 | 4 | |
| 3196 | 6 |
upm
Real number (ℝ)
HIGH CORRELATION
| Distinct | 10211 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5252.5255 |
| Minimum | 1 |
|---|---|
| Maximum | 10232 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 662 |
| Q1 | 2771 |
| median | 5272.5 |
| Q3 | 7785 |
| 95-th percentile | 9897 |
| Maximum | 10232 |
| Range | 10231 |
| Interquartile range (IQR) | 5014 |
Descriptive statistics
| Standard deviation | 2943.6782 |
|---|---|
| Coefficient of variation (CV) | 0.56043101 |
| Kurtosis | -1.1529203 |
| Mean | 5252.5255 |
| Median Absolute Deviation (MAD) | 2509.5 |
| Skewness | -0.028698539 |
| Sum | 4.7326305 × 108 |
| Variance | 8665241.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1002 | 48 | 0.1% |
| 5345 | 30 | < 0.1% |
| 5583 | 28 | < 0.1% |
| 7193 | 28 | < 0.1% |
| 7143 | 27 | < 0.1% |
| 5365 | 27 | < 0.1% |
| 5348 | 27 | < 0.1% |
| 5128 | 26 | < 0.1% |
| 7791 | 26 | < 0.1% |
| 7124 | 26 | < 0.1% |
| Other values (10201) | 89809 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 4 | |
| 3 | 4 | |
| 4 | 6 | |
| 5 | 4 | |
| 6 | 5 | |
| 7 | 3 | |
| 8 | 6 | |
| 9 | 5 | |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 10232 | 23 | |
| 10231 | 23 | |
| 10230 | 19 | |
| 10229 | 20 | |
| 10228 | 19 | |
| 10227 | 20 | |
| 10226 | 17 | |
| 10225 | 19 | |
| 10224 | 19 | |
| 10223 | 20 |
est_dis
Real number (ℝ)
HIGH CORRELATION
| Distinct | 560 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 263.85307 |
| Minimum | 1 |
|---|---|
| Maximum | 560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 123 |
| median | 257 |
| Q3 | 396 |
| 95-th percentile | 541 |
| Maximum | 560 |
| Range | 559 |
| Interquartile range (IQR) | 273 |
Descriptive statistics
| Standard deviation | 163.03641 |
|---|---|
| Coefficient of variation (CV) | 0.61790608 |
| Kurtosis | -1.1317371 |
| Mean | 263.85307 |
| Median Absolute Deviation (MAD) | 137 |
| Skewness | 0.13020831 |
| Sum | 23773689 |
| Variance | 26580.872 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30 | 1493 | 1.7% |
| 333 | 1447 | 1.6% |
| 532 | 1218 | 1.4% |
| 201 | 1200 | 1.3% |
| 369 | 1026 | 1.1% |
| 399 | 1013 | 1.1% |
| 11 | 982 | 1.1% |
| 139 | 937 | 1.0% |
| 97 | 926 | 1.0% |
| 116 | 916 | 1.0% |
| Other values (550) | 78944 |
| Value | Count | Frequency (%) |
| 1 | 404 | |
| 2 | 621 | |
| 3 | 238 | 0.3% |
| 4 | 54 | 0.1% |
| 5 | 18 | < 0.1% |
| 6 | 18 | < 0.1% |
| 7 | 137 | 0.2% |
| 8 | 45 | < 0.1% |
| 9 | 43 | < 0.1% |
| 10 | 109 | 0.1% |
| Value | Count | Frequency (%) |
| 560 | 637 | |
| 559 | 345 | |
| 558 | 199 | 0.2% |
| 557 | 298 | |
| 556 | 142 | 0.2% |
| 555 | 255 | |
| 554 | 117 | 0.1% |
| 553 | 85 | 0.1% |
| 552 | 98 | 0.1% |
| 551 | 245 | 0.3% |
entidad
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.09426 |
| Minimum | 10 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 17 |
| median | 24 |
| Q3 | 31 |
| 95-th percentile | 80 |
| Maximum | 90 |
| Range | 80 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 20.523614 |
|---|---|
| Coefficient of variation (CV) | 0.68197771 |
| Kurtosis | 1.5412649 |
| Mean | 30.09426 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.5754285 |
| Sum | 2711553 |
| Variance | 421.21875 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 20 | 6761 | 7.5% |
| 30 | 5691 | 6.3% |
| 10 | 5382 | 6.0% |
| 80 | 4555 | 5.1% |
| 50 | 4125 | 4.6% |
| 22 | 3822 | 4.2% |
| 19 | 3612 | 4.0% |
| 15 | 3527 | 3.9% |
| 25 | 3479 | 3.9% |
| 11 | 3076 | 3.4% |
| Other values (20) | 46072 |
| Value | Count | Frequency (%) |
| 10 | 5382 | |
| 11 | 3076 | |
| 12 | 2538 | |
| 13 | 2135 | 2.4% |
| 14 | 2625 | |
| 15 | 3527 | |
| 16 | 2215 | |
| 17 | 2461 | |
| 18 | 2130 | 2.4% |
| 19 | 3612 |
| Value | Count | Frequency (%) |
| 90 | 2585 | |
| 80 | 4555 | |
| 71 | 471 | 0.5% |
| 70 | 1641 | 1.8% |
| 60 | 3031 | |
| 50 | 4125 | |
| 40 | 2204 | 2.4% |
| 32 | 2522 | |
| 31 | 2947 | |
| 30 | 5691 |
municipio
Real number (ℝ)
| Distinct | 240 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.100741 |
| Minimum | 0 |
|---|---|
| Maximum | 565 |
| Zeros | 20 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 704.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 17 |
| Q3 | 40 |
| 95-th percentile | 120 |
| Maximum | 565 |
| Range | 565 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 59.141767 |
|---|---|
| Coefficient of variation (CV) | 1.6382425 |
| Kurtosis | 30.314689 |
| Mean | 36.100741 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 4.765023 |
| Sum | 3252749 |
| Variance | 3497.7486 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 5346 | 5.9% |
| 2 | 4700 | 5.2% |
| 4 | 3721 | 4.1% |
| 5 | 3685 | 4.1% |
| 3 | 3080 | 3.4% |
| 6 | 2949 | 3.3% |
| 7 | 2827 | 3.1% |
| 17 | 2600 | 2.9% |
| 14 | 2375 | 2.6% |
| 8 | 2363 | 2.6% |
| Other values (230) | 56456 |
| Value | Count | Frequency (%) |
| 0 | 20 | < 0.1% |
| 1 | 5346 | |
| 2 | 4700 | |
| 3 | 3080 | |
| 4 | 3721 | |
| 5 | 3685 | |
| 6 | 2949 | |
| 7 | 2827 | |
| 8 | 2363 | |
| 9 | 2010 | 2.2% |
| Value | Count | Frequency (%) |
| 565 | 20 | |
| 560 | 24 | |
| 557 | 43 | |
| 554 | 19 | |
| 551 | 17 | < 0.1% |
| 547 | 22 | |
| 537 | 13 | < 0.1% |
| 531 | 23 | |
| 530 | 23 | |
| 525 | 22 |
Nhog
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 90102 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 90102 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 90102 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 90102 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 90102 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 90102 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 90102 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 90102 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 90102 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 90102 |
| arrenda | becas | bene_gob | donativos | entidad | est_dis | estim_alqu | factor | foliohog | folioviv | ing_cor | ingtrab | jubilacion | municipio | negocio | otros_ing | otros_trab | remesas | rentas | trabajo | trans_inst | transf_hog | transfer | ubica_geo | upm | utilidad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| arrenda | 1.000 | -0.003 | 0.030 | 0.003 | 0.000 | -0.002 | 0.102 | -0.003 | 0.000 | -0.002 | 0.125 | 0.004 | 0.070 | -0.021 | -0.004 | 0.006 | 0.015 | -0.001 | 0.721 | -0.004 | 0.013 | 0.012 | 0.055 | -0.001 | -0.002 | 0.049 |
| becas | -0.003 | 1.000 | -0.028 | 0.001 | 0.077 | -0.024 | 0.008 | -0.017 | 0.000 | -0.024 | 0.031 | 0.041 | -0.030 | -0.030 | -0.003 | 0.006 | 0.022 | -0.011 | -0.010 | 0.042 | 0.003 | -0.016 | 0.054 | -0.025 | -0.024 | -0.010 |
| bene_gob | 0.030 | -0.028 | 1.000 | 0.107 | -0.001 | 0.064 | 0.025 | -0.021 | 0.011 | 0.064 | -0.102 | -0.281 | 0.205 | 0.060 | 0.076 | 0.005 | -0.008 | 0.054 | 0.014 | -0.276 | 0.154 | 0.062 | 0.516 | 0.060 | 0.064 | -0.012 |
| donativos | 0.003 | 0.001 | 0.107 | 1.000 | -0.031 | 0.050 | -0.037 | 0.004 | 0.000 | 0.050 | -0.124 | -0.224 | -0.022 | 0.024 | -0.001 | 0.022 | 0.042 | 0.033 | -0.023 | -0.204 | 0.065 | 0.140 | 0.357 | 0.049 | 0.050 | -0.036 |
| entidad | 0.000 | 0.077 | -0.001 | -0.031 | 1.000 | 0.045 | 0.025 | -0.184 | 0.017 | 0.045 | 0.031 | 0.017 | 0.039 | -0.025 | -0.040 | -0.011 | -0.020 | -0.088 | 0.010 | 0.025 | -0.013 | -0.018 | -0.009 | 0.045 | 0.045 | 0.012 |
| est_dis | -0.002 | -0.024 | 0.064 | 0.050 | 0.045 | 1.000 | -0.064 | 0.172 | 0.017 | 1.000 | -0.115 | -0.093 | -0.027 | 0.373 | 0.064 | 0.002 | 0.028 | 0.006 | -0.003 | -0.096 | 0.097 | 0.036 | 0.039 | 0.999 | 1.000 | -0.002 |
| estim_alqu | 0.102 | 0.008 | 0.025 | -0.037 | 0.025 | -0.064 | 1.000 | 0.054 | 0.000 | -0.065 | 0.427 | 0.149 | 0.222 | -0.088 | -0.041 | -0.002 | -0.039 | -0.041 | 0.134 | 0.135 | -0.003 | -0.033 | 0.115 | -0.057 | -0.065 | 0.094 |
| factor | -0.003 | -0.017 | -0.021 | 0.004 | -0.184 | 0.172 | 0.054 | 1.000 | 0.011 | 0.173 | 0.015 | 0.012 | 0.002 | 0.435 | 0.030 | -0.011 | -0.024 | -0.033 | -0.009 | 0.008 | -0.058 | -0.034 | -0.026 | 0.186 | 0.173 | -0.010 |
| foliohog | 0.000 | 0.000 | 0.011 | 0.000 | 0.017 | 0.017 | 0.000 | 0.011 | 1.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.017 | 0.000 |
| folioviv | -0.002 | -0.024 | 0.064 | 0.050 | 0.045 | 1.000 | -0.065 | 0.173 | 0.021 | 1.000 | -0.116 | -0.093 | -0.028 | 0.377 | 0.065 | 0.002 | 0.028 | 0.006 | -0.003 | -0.097 | 0.097 | 0.036 | 0.039 | 0.999 | 1.000 | -0.002 |
| ing_cor | 0.125 | 0.031 | -0.102 | -0.124 | 0.031 | -0.115 | 0.427 | 0.015 | 0.000 | -0.116 | 1.000 | 0.751 | 0.200 | -0.132 | -0.041 | 0.018 | 0.044 | -0.042 | 0.184 | 0.656 | -0.012 | -0.065 | 0.046 | -0.108 | -0.116 | 0.144 |
| ingtrab | 0.004 | 0.041 | -0.281 | -0.224 | 0.017 | -0.093 | 0.149 | 0.012 | 0.000 | -0.093 | 0.751 | 1.000 | -0.179 | -0.094 | 0.048 | 0.016 | 0.099 | -0.145 | -0.057 | 0.878 | -0.100 | -0.176 | -0.380 | -0.088 | -0.093 | -0.086 |
| jubilacion | 0.070 | -0.030 | 0.205 | -0.022 | 0.039 | -0.027 | 0.222 | 0.002 | 0.000 | -0.028 | 0.200 | -0.179 | 1.000 | -0.039 | -0.092 | -0.011 | -0.047 | -0.041 | 0.050 | -0.149 | 0.124 | 0.006 | 0.573 | -0.024 | -0.028 | 0.003 |
| municipio | -0.021 | -0.030 | 0.060 | 0.024 | -0.025 | 0.373 | -0.088 | 0.435 | 0.001 | 0.377 | -0.132 | -0.094 | -0.039 | 1.000 | 0.086 | -0.015 | 0.009 | 0.020 | -0.024 | -0.104 | 0.036 | 0.000 | 0.013 | 0.389 | 0.377 | -0.013 |
| negocio | -0.004 | -0.003 | 0.076 | -0.001 | -0.040 | 0.064 | -0.041 | 0.030 | 0.000 | 0.065 | -0.041 | 0.048 | -0.092 | 0.086 | 1.000 | 0.009 | 0.050 | 0.026 | -0.037 | -0.283 | 0.038 | -0.020 | -0.021 | 0.061 | 0.065 | -0.051 |
| otros_ing | 0.006 | 0.006 | 0.005 | 0.022 | -0.011 | 0.002 | -0.002 | -0.011 | 0.000 | 0.002 | 0.018 | 0.016 | -0.011 | -0.015 | 0.009 | 1.000 | 0.048 | 0.005 | 0.005 | 0.015 | 0.017 | 0.021 | 0.008 | 0.003 | 0.002 | 0.001 |
| otros_trab | 0.015 | 0.022 | -0.008 | 0.042 | -0.020 | 0.028 | -0.039 | -0.024 | 0.000 | 0.028 | 0.044 | 0.099 | -0.047 | 0.009 | 0.050 | 0.048 | 1.000 | 0.018 | -0.001 | 0.007 | 0.052 | 0.027 | -0.004 | 0.027 | 0.028 | -0.017 |
| remesas | -0.001 | -0.011 | 0.054 | 0.033 | -0.088 | 0.006 | -0.041 | -0.033 | 0.000 | 0.006 | -0.042 | -0.145 | -0.041 | 0.020 | 0.026 | 0.005 | 0.018 | 1.000 | -0.015 | -0.146 | 0.025 | 0.044 | 0.240 | 0.003 | 0.006 | -0.020 |
| rentas | 0.721 | -0.010 | 0.014 | -0.023 | 0.010 | -0.003 | 0.134 | -0.009 | 0.000 | -0.003 | 0.184 | -0.057 | 0.050 | -0.024 | -0.037 | 0.005 | -0.001 | -0.015 | 1.000 | -0.054 | -0.003 | -0.003 | 0.023 | -0.002 | -0.003 | 0.699 |
| trabajo | -0.004 | 0.042 | -0.276 | -0.204 | 0.025 | -0.096 | 0.135 | 0.008 | 0.000 | -0.097 | 0.656 | 0.878 | -0.149 | -0.104 | -0.283 | 0.015 | 0.007 | -0.146 | -0.054 | 1.000 | -0.098 | -0.159 | -0.350 | -0.090 | -0.097 | -0.073 |
| trans_inst | 0.013 | 0.003 | 0.154 | 0.065 | -0.013 | 0.097 | -0.003 | -0.058 | 0.000 | 0.097 | -0.012 | -0.100 | 0.124 | 0.036 | 0.038 | 0.017 | 0.052 | 0.025 | -0.003 | -0.098 | 1.000 | 0.074 | 0.260 | 0.094 | 0.097 | -0.017 |
| transf_hog | 0.012 | -0.016 | 0.062 | 0.140 | -0.018 | 0.036 | -0.033 | -0.034 | 0.000 | 0.036 | -0.065 | -0.176 | 0.006 | 0.000 | -0.020 | 0.021 | 0.027 | 0.044 | -0.003 | -0.159 | 0.074 | 1.000 | 0.398 | 0.035 | 0.036 | -0.018 |
| transfer | 0.055 | 0.054 | 0.516 | 0.357 | -0.009 | 0.039 | 0.115 | -0.026 | 0.000 | 0.039 | 0.046 | -0.380 | 0.573 | 0.013 | -0.021 | 0.008 | -0.004 | 0.240 | 0.023 | -0.350 | 0.260 | 0.398 | 1.000 | 0.037 | 0.039 | -0.021 |
| ubica_geo | -0.001 | -0.025 | 0.060 | 0.049 | 0.045 | 0.999 | -0.057 | 0.186 | 0.022 | 0.999 | -0.108 | -0.088 | -0.024 | 0.389 | 0.061 | 0.003 | 0.027 | 0.003 | -0.002 | -0.090 | 0.094 | 0.035 | 0.037 | 1.000 | 0.999 | -0.002 |
| upm | -0.002 | -0.024 | 0.064 | 0.050 | 0.045 | 1.000 | -0.065 | 0.173 | 0.017 | 1.000 | -0.116 | -0.093 | -0.028 | 0.377 | 0.065 | 0.002 | 0.028 | 0.006 | -0.003 | -0.097 | 0.097 | 0.036 | 0.039 | 0.999 | 1.000 | -0.002 |
| utilidad | 0.049 | -0.010 | -0.012 | -0.036 | 0.012 | -0.002 | 0.094 | -0.010 | 0.000 | -0.002 | 0.144 | -0.086 | 0.003 | -0.013 | -0.051 | 0.001 | -0.017 | -0.020 | 0.699 | -0.073 | -0.017 | -0.018 | -0.021 | -0.002 | -0.002 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| folioviv | foliohog | ubica_geo | ing_cor | ingtrab | trabajo | negocio | otros_trab | rentas | utilidad | arrenda | transfer | jubilacion | becas | donativos | remesas | bene_gob | transf_hog | trans_inst | estim_alqu | otros_ing | factor | upm | est_dis | entidad | municipio | Nhog | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 202475501 | 1 | 2002 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 639 | 449 | 19 | 20 | 2 | 1 |
| 1 | 700690702 | 1 | 7089 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 640 | 2330 | 104 | 70 | 89 | 1 |
| 2 | 800735001 | 1 | 8019 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 309 | 2523 | 123 | 80 | 19 | 1 |
| 3 | 901611406 | 1 | 9003 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1744 | 3109 | 142 | 90 | 3 | 1 |
| 4 | 918427005 | 1 | 9015 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1315 | 3386 | 141 | 90 | 15 | 1 |
| 5 | 1413909006 | 1 | 14090 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1003 | 4772 | 232 | 14 | 90 | 1 |
| 6 | 2260464502 | 1 | 22011 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 108 | 7187 | 369 | 22 | 11 | 1 |
| 7 | 2800740506 | 1 | 28009 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 620 | 8801 | 460 | 28 | 9 | 1 |
| 8 | 3002057002 | 1 | 30087 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1221 | 9472 | 504 | 30 | 87 | 1 |
| 9 | 2200136705 | 1 | 22014 | 405.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 405.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 405.0 | 0.0 | 0.0 | 0.0 | 219 | 6827 | 355 | 22 | 14 | 1 |
| folioviv | foliohog | ubica_geo | ing_cor | ingtrab | trabajo | negocio | otros_trab | rentas | utilidad | arrenda | transfer | jubilacion | becas | donativos | remesas | bene_gob | transf_hog | trans_inst | estim_alqu | otros_ing | factor | upm | est_dis | entidad | municipio | Nhog | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90092 | 860140412 | 1 | 8005 | 2471432.01 | 612767.93 | 0.00 | 612767.93 | 0.00 | 1855760.86 | 1855760.86 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 2903.22 | 0.0 | 158 | 2989 | 138 | 80 | 5 | 1 |
| 90093 | 301031603 | 1 | 3008 | 2667344.25 | 2667344.25 | 2655737.70 | 0.00 | 11606.55 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 131 | 957 | 36 | 30 | 8 | 1 |
| 90094 | 1661038019 | 1 | 16053 | 3098499.46 | 0.00 | 0.00 | 0.00 | 0.00 | 3077608.69 | 3077608.69 | 0.0 | 3471.42 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3471.42 | 0.0 | 17419.35 | 0.0 | 663 | 5393 | 273 | 16 | 53 | 1 |
| 90095 | 860140819 | 1 | 8005 | 3283738.03 | 0.00 | 0.00 | 0.00 | 0.00 | 3268738.03 | 3268738.03 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 15000.00 | 0.0 | 158 | 2989 | 138 | 80 | 5 | 1 |
| 90096 | 802528203 | 1 | 8019 | 3585983.13 | 0.00 | 0.00 | 0.00 | 0.00 | 3499259.66 | 3499259.66 | 0.0 | 14142.83 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 14142.83 | 0.0 | 72580.64 | 0.0 | 598 | 2635 | 124 | 80 | 19 | 1 |
| 90097 | 808230706 | 1 | 8050 | 3771994.00 | 3771994.00 | 3771994.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 283 | 2958 | 134 | 80 | 50 | 1 |
| 90098 | 2503858406 | 1 | 25012 | 5915139.37 | 5891913.57 | 179021.73 | 5712891.84 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 23225.80 | 0.0 | 263 | 8200 | 407 | 25 | 12 | 1 |
| 90099 | 803525204 | 1 | 8032 | 6124150.93 | 195314.90 | 195314.90 | 0.00 | 0.00 | 5894135.28 | 5735019.28 | 159116.0 | 5668.50 | 0.0 | 0.0 | 0.0 | 0.0 | 5668.5 | 0.00 | 0.0 | 29032.25 | 0.0 | 328 | 2692 | 130 | 80 | 32 | 1 |
| 90100 | 1800403503 | 1 | 18017 | 6431318.87 | 91711.93 | 91711.93 | 0.00 | 0.00 | 6329445.65 | 6329445.65 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 10161.29 | 0.0 | 192 | 5751 | 294 | 18 | 17 | 1 |
| 90101 | 260205716 | 1 | 2001 | 7153770.46 | 284016.37 | 284016.37 | 0.00 | 0.00 | 6854754.09 | 6854754.09 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 15000.00 | 0.0 | 41 | 725 | 29 | 20 | 1 | 1 |